Nanjun He

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 32

Top Topics

Scene Classification

Feature Extraction

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Medical Imaging

Publications

Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng
Improving vision transformer for medical image classification via token-wise perturbation. J. Vis. Commun. Image Represent. 98 (2024)
Qingsong Xie, Yuexiang Li, Nanjun He, Munan Ning, Kai Ma, Guoxing Wang, Yong Lian, Yefeng Zheng
Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training. IEEE Trans. Medical Imaging 43 (1) (2024)
Yuxuan Shi, Hong Wang, Haoqin Ji, Haozhe Liu, Yuexiang Li, Nanjun He, Dong Wei, Yawen Huang, Qi Dai, Jianrong Wu, Xinrong Chen, Yefeng Zheng, Hongmeng Yu
A deep weakly semi-supervised framework for endoscopic lesion segmentation. Medical Image Anal. 90 (2023)
Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng
AdaptiveMix: Improving GAN Training via Feature Space Shrinkage. CVPR (2023)
Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng
A New Perspective to Boost Vision Transformer for Medical Image Classification. CoRR (2023)
Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng
Improving GAN Training via Feature Space Shrinkage. CoRR (2023)
Qi Bi, Xu Sun, Shuang Yu, Kai Ma, Cheng Bian, Munan Ning, Nanjun He, Yawen Huang, Yuexiang Li, Hanruo Liu, Yefeng Zheng
MIL-ViT: A multiple instance vision transformer for fundus image classification. J. Vis. Commun. Image Represent. 97 (2023)
Yunlu Yan, Hong Wang, Yawen Huang, Nanjun He, Lei Zhu, Yuexiang Li, Yong Xu, Yefeng Zheng
Cross-Modal Vertical Federated Learning for MRI Reconstruction. CoRR (2023)
Yuexiang Li, Nanjun He, Yawen Huang
Single Domain Generalization via Spontaneous Amplitude Spectrum Diversification. REMIA@MICCAI (2022)
Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation. MICCAI (5) (2022)
Hong Wang, Yuexiang Li, Nanjun He, Kai Ma, Deyu Meng, Yefeng Zheng
DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. IEEE Trans. Medical Imaging 41 (4) (2022)
Haozhe Liu, Haoqin Ji, Yuexiang Li, Nanjun He, Haoqian Wu, Feng Liu, Linlin Shen, Yefeng Zheng
Robust Representation via Dynamic Feature Aggregation. CoRR (2022)
Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng
Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays. MICCAI (3) (2022)
Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation. CoRR (2022)
Wentian Zhang, Xu Sun, Yuexiang Li, Haozhe Liu, Nanjun He, Feng Liu, Yefeng Zheng
A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images. MICCAI (2) (2022)
Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng
A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays. CoRR (2022)
Yuexiang Li, Nanjun He, Sixiang Peng, Kai Ma, Yefeng Zheng
Deep Reinforcement Exemplar Learning for Annotation Refinement. MICCAI (8) (2021)
Jie Xie, Nanjun He, Leyuan Fang, Pedram Ghamisi
Multiscale Densely-Connected Fusion Networks for Hyperspectral Images Classification. IEEE Trans. Circuits Syst. Video Technol. 31 (1) (2021)
Shuang Yu, Kai Ma, Qi Bi, Cheng Bian, Munan Ning, Nanjun He, Yuexiang Li, Hanruo Liu, Yefeng Zheng
MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification. MICCAI (8) (2021)
He Zhao, Yuexiang Li, Nanjun He, Kai Ma, Leyuan Fang, Huiqi Li, Yefeng Zheng
Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features. IEEE Trans. Medical Imaging 40 (12) (2021)
Ran Cao, Leyuan Fang, Ting Lu, Nanjun He
Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 18 (1) (2021)
Nanjun He, Leyuan Fang, Shutao Li, Javier Plaza, Antonio Plaza
Skip-Connected Covariance Network for Remote Sensing Scene Classification. IEEE Trans. Neural Networks Learn. Syst. 31 (5) (2020)
Leyuan Fang, Wenke Zhao, Nanjun He, Jian Zhu
Multiscale CNNs Ensemble Based Self-Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17 (9) (2020)
Nanjun He, Leyuan Fang, Antonio Plaza
Hybrid first and second order attention Unet for building segmentation in remote sensing images. Sci. China Inf. Sci. 63 (4) (2020)
Nanjun He, Mercedes Eugenia Paoletti, Juan Mario Haut, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (2) (2019)
Jie Xie, Nanjun He, Leyuan Fang, Antonio Plaza
Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Nanjun He, Leyuan Fang, Yi Li, Antonio Plaza
High-Order Self-Attention Network for Remote Sensing Scene Classification. IGARSS (2019)
Nanjun He, Leyuan Fang, Shutao Li, Antonio J. Plaza
Covariance Matrix Based Feature Fusion for Scene Classification. IGARSS (2018)
Nanjun He, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling. IEEE Trans. Geosci. Remote. Sens. 56 (12) (2018)
Leyuan Fang, Nanjun He, Shutao Li, Antonio J. Plaza, Javier Plaza
A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation. IEEE Trans. Geosci. Remote. Sens. 56 (6) (2018)
Leyuan Fang, Nanjun He, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
Extinction Profiles Fusion for Hyperspectral Images Classification. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Nanjun He, Leyuan Fang, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
Hyperspectral images classification by fusing extinction profiles feature. IGARSS (2017)